The iCub humanoid robot: An open-systems platform for research in cognitive development

G Metta, L Natale, F Nori, G Sandini, D Vernon… - Neural networks, 2010 - Elsevier
We describe a humanoid robot platform—the iCub—which was designed to support
collaborative research in cognitive development through autonomous exploration and social …

Self-organization, embodiment, and biologically inspired robotics

R Pfeifer, M Lungarella, F Iida - science, 2007 - science.org
Robotics researchers increasingly agree that ideas from biology and self-organization can
strongly benefit the design of autonomous robots. Biological organisms have evolved to …

Walk‐man: A high‐performance humanoid platform for realistic environments

NG Tsagarakis, DG Caldwell, F Negrello… - Journal of Field …, 2017 - Wiley Online Library
In this work, we present WALK‐MAN, a humanoid platform that has been developed to
operate in realistic unstructured environment, and demonstrate new skills including powerful …

[HTML][HTML] Reinforcement learning in robotics: Applications and real-world challenges

P Kormushev, S Calinon, DG Caldwell - Robotics, 2013 - mdpi.com
In robotics, the ultimate goal of reinforcement learning is to endow robots with the ability to
learn, improve, adapt and reproduce tasks with dynamically changing constraints based on …

Learning and reproduction of gestures by imitation

S Calinon, F D'halluin, EL Sauser… - IEEE Robotics & …, 2010 - ieeexplore.ieee.org
We presented and evaluated an approach based on HMM, GMR, and dynamical systems to
allow robots to acquire new skills by imitation. Using HMM allowed us to get rid of the explicit …

The iCub humanoid robot: an open platform for research in embodied cognition

G Metta, G Sandini, D Vernon, L Natale… - Proceedings of the 8th …, 2008 - dl.acm.org
We report about the iCub, a humanoid robot for research in embodied cognition. At 104 cm
tall, the iCub has the size of a three and half year old child. It will be able to crawl on all fours …

A survey on policy search algorithms for learning robot controllers in a handful of trials

K Chatzilygeroudis, V Vassiliades… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
Most policy search (PS) algorithms require thousands of training episodes to find an
effective policy, which is often infeasible with a physical robot. This survey article focuses on …

A compact soft actuator unit for small scale human friendly robots

NG Tsagarakis, M Laffranchi… - … on robotics and …, 2009 - ieeexplore.ieee.org
This paper presents the development of a new compact soft actuation unit intended to be
used in multi degree of freedom and small scale robotic systems such as the child humanoid …

A three-dimensional fiber Bragg grating force sensor for robot

L Xiong, G Jiang, Y Guo, H Liu - IEEE Sensors Journal, 2018 - ieeexplore.ieee.org
This paper presents a three-dimensional (3-D) force sensor based on fiber Bragg grating
(FBG) for robot plantar force measuring. A classical Maltese-cross beam with multiplexed …

Polymer-based flexible capacitive sensor for three-axial force measurements

JA Dobrzynska, MAM Gijs - Journal of Micromechanics and …, 2012 - iopscience.iop.org
We have developed a flexible-substrate-based three-axial force sensor, composed of finger-
shaped electrode capacitors, whose operation is based on the measurement of a …